Object Invocation Protocol · protocol specification

Invariant 3.11 — 3.11 Prediction / free energy / active inference

#philosophy#oip#catalogue#invariant#systems-theory

Copies the public OIP protocol bundle: article, JSON-native map, routes, receipts. No owner token.

§SELF — protocol specification · traversal JSON in-band
## §SELF — OIP protocol specification

**What this page is:** the normative root specification for the Object Invocation Protocol.

**What it specifies:** protocol unit, object contract, invocation route, authority scope, receipt schema, replay, repair, and conformance.

**Read:** https://miscsubjects.com/a/oip-invariant-11-311-prediction-free-energy-active-inference
**This page as JSON:** https://miscsubjects.com/api/articles/oip-invariant-11-311-prediction-free-energy-active-inference
**Machine bundle:** https://miscsubjects.com/api/articles/oip-invariant-11-311-prediction-free-energy-active-inference/bundle?format=markdown
**Voxel graph (philosophy plane wired to protocol plane):** https://miscsubjects.com/api/articles/oip/voxels
**Live object tree:** https://miscsubjects.com/api/dispatch?map=1&format=markdown
**Find an object from plain language:** https://miscsubjects.com/api/dispatch?ask=<what you want>
**Read one object:** https://miscsubjects.com/api/dispatch?key=<KEY>&format=markdown

**Proof rule:** an action is not proven by intent, description, or a 200. It is proven by the ledger and the OIP receipt for the invocation.

Invariant: 3.11 Prediction / free energy / active inference

3.11 Prediction / free energy / active inference

Self-organizing systems act to minimize surprise. Sources: Helmholtz (perception as inference); Friston (free energy principle); Bayesian brain. Domains: neuroscience, AI, biology. Dual: — . Tier: T2 (influential, contested). Falsifier: an adaptive agent that provably does not reduce prediction error. Maps: A₃, A₂, the "mind predicts" rung.

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